Architecting Autonomous Agents for the Enterprise

​Agent SDKs make it easy to build a demo. But how do you build agents that run for hours in the background, recover from crashes, and pause for human approval? We'll live-code a compliance review agent through several stages: from a single LLM call to a durable autonomous service with checkpoints, parallel execution, and human-in-the-loop controls.